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imagecompress's Introduction

ImageCompress

K-means聚类算法实现图片的压缩，Python实现

更新

  • 2018-03-19 修改代码格式，封装成对象
  • 2017-09-06 增加使用TensorFlow实现（实测速度比纯python+numpy慢）

参数

  • K 全图用多少种颜色表示，默认值 K=16，设置K后将会对所有图像进行聚类，并只使用K种颜色表示全图
  • iter 迭代计算次数, 默认值 iter=3

未实现

  • 未实现压缩后的存储（降低图像文件大小），只能存为一般jpg格式预览压缩后效果

效果

默认参数下的效果

第一张图片

第一张图片压缩

第二张图片

第二张图片压缩

imagecompress's People

Contributors

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Watchers

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